metadata

license: cc-by-4.0

task_categories:

text-generation language:
en
es
fr
it tags:
casimedicos
explainability
medical exams
multilinguality
LLMs
LLM pretty_name: casimedicos-exp

configs:

config_name: en data_files:
- split: train path:
  - data/en/en.train_casimedicos.jsonl
- split: validation path:
  - data/en/en.dev_casimedicos.jsonl
- split: test path:
  - data/en/en.test_casimedicos.jsonl
config_name: es data_files:
- split: train path:
  - data/es/es.train_casimedicos.jsonl
- split: validation path:
  - data/es/es.dev_casimedicos.jsonl
- split: test path:
  - data/es/es.test_casimedicos.jsonl
config_name: fr data_files:
- split: train path:
  - data/fr/fr.train_casimedicos.jsonl
- split: validation path:
  - data/fr/fr.dev_casimedicos.jsonl
- split: test path:
  - data/fr/fr.test_casimedicos.jsonl
config_name: it data_files:
- split: train path:
  - data/it/it.train_casimedicos.jsonl
- split: validation path:
  - data/it/it.dev_casimedicos.jsonl
- split: test path:
  - data/it/it.test_casimedicos.jsonl

CasiMedicos-exp: Annotation of Possible Answers Explanations in Resident Medical Exams

We present a new multilingual medical dataset which, in contrast to previous work, includes not only explanatory arguments for the correct answer but also arguments to explain why the remaining possible answers are incorrect.

The data source for our new dataset consists of the Resident Medical Intern exams, or Médico Interno Residente (MIR), originally created by CasiMedicos, a Spanish community of medical professionals who collaboratively, voluntarily, and free of charge, publishes written explanations about the possible answers included in the MIR exams. The aim is to generate a resource that helps future medical doctors to study towards the MIR examinations. The commented MIR exams, including the explanations, are published in the CasiMedicos Project MIR 2.0 website.

We have extracted, clean and annotated the available data so that each document includes the clinical case, the correct answer, the multiple-choice questions and the annotated explanations written by native Spanish medical doctors.

From the original Spanish version, we have generated casimedicos-exp, a multilingual dataset in 4 languages: English, French, Italian and Spanish.

casimedicos-exp splits
train	434
validation	63
test	125

📖 Paper: Explanatory Argument Extraction of Correct Answers in Resident Medical Exams In ArXiv 2023.
💻 Github Repo (Data and Code): https://github.com/ixa-ehu/antidote-casimedicos

Example

Data Explanation

If you use casimedicos-exp please cite the following paper:

Citation

@misc{goenaga2023explanatory,
      title={Explanatory Argument Extraction of Correct Answers in Resident Medical Exams}, 
      author={Iakes Goenaga and Aitziber Atutxa and Koldo Gojenola and Maite Oronoz and Rodrigo Agerri},
      year={2023},
      eprint={2312.00567},
      archivePrefix={arXiv}
}

Contact: Rodrigo Agerri HiTZ Center - Ixa, University of the Basque Country UPV/EHU